SimForge

Building simulation environments for robotics is painfully manual. SimForge converts a single photo into a physics-ready robotics simulation using 6 AI agents orchestrated by Claude. Each agent handles a stage of the pipeline, from object detection and dimension estimation to MuJoCo XML generation, physics validation, and visual verification through an iterative feedback loop. The result is a sim2real-ready training environment built from a snapshot in a few minutes.